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Communication Dans Un Congrès Année : 2002

Designing smart agent based telemedicine systems using dynamic bayesian networks: an application to kidney disease people

Anne Boyer

Résumé

Telemedicine is the delivery of health-care services, where distance is a critical factor. The use of smart agent and artificial intelligence techniques to enhance such services is proposed through a description of the needs and goals of a smart agent based telemedicine system. A real-world example is presented and the use of dynamic bayesian networks (DBN) is promoted because DBN forms a well-suited formal framework to deal with uncertainty and stochactic processes which are characteristic of the domain of telemedicine. The model given in our real-world application aims at giving a daily diagnosis on the hydration state of kidney disease people. Our experiments are under way by using data of an already existing system.

Domaines

Autre [cs.OH]
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Dates et versions

inria-00100826 , version 1 (26-09-2006)

Identifiants

  • HAL Id : inria-00100826 , version 1

Citer

David Bellot, Anne Boyer, François Charpillet. Designing smart agent based telemedicine systems using dynamic bayesian networks: an application to kidney disease people. 4th International Workshop on Enterprise Networking and Computing in Health Care Industry - HEALTHCOM 2002, 2002, Nancy, France, 8 p. ⟨inria-00100826⟩
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